• 學分： (上) 3
• 課程碼： N674400
• 必/選修： 丙組核心課程
• 授課語言：
• 授課教師： 陳建旭
• 課程大綱：

歷年開課

1. 課程名稱：工程統計Engineering Statistics
2. 學分數：3
3. 課程編號：
4. 授課教師：陳建旭Jian-Shiuh Chen
5. 課程目標：
   Ÿ Serve three purposes: (1) a familiarization course for most students, (2) a background
   for entry-level practice in statistics-related engineering, and (3) a practical skill for
   data analysis in research;
   Ÿ Challenge students with open-ended problem sets that encourage students to think
   critically about engineering statistics, which, whenever possible, are tied to real world
   scenarios.
6. 課程內容概要：
   Lecture # Lecture #
   1 Introduction 9 Inferences
   2 Probability 10 Analysis of Variable (ANOVA)
   3 Discrete Random Variable 11 Multifactor ANOVA
   4 Continuous Random Variable 12 Simple Linear Regression
   5 Joint Probability Distributions 13 Nonlinear and Multiple
   Regression
   6 Point Estimation 14 Analysis of Categorical Data
   7 Statistical Intervals 15 Distribution-Free Procedure
   8 Tests of Hypotheses 16 Quality Control Method
7. 成績計算方式：
   Graduate Students
   Undergraduate Students
   Attendance 10% 10%
   Homework 30% 30%
   Mid-Term Exam 5% (open-book test) 30% (open-book test)
   Final Exam 5% (open-book test) 30% (open-book test)
   Term Paper 50%
8. 教科書或主要參考書：
   (a) Devore, J.L. (2000). Probability and Statistics for Engineering and the Science, 5th
   Edition, Duxbury Press, New York.
9. 適合選修對象：senior + graduate students
10. 建議先修基礎課程：無